Solving the Heat Equation for Initial Conditions

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SUMMARY

The discussion focuses on solving the heat equation, specifically the equation u_t = (1/2)u_xx, under various initial conditions including u(x,0) = x, u(x,0) = x^2, u(x,0) = sin(x), and u(x,0) = 0 for x < 0 and 1 for x >= 0. The recommended approach to solve this problem is the method of Separation of Variables, which involves assuming a solution of the form u(x,t) = X(x)T(t) and substituting it into the partial differential equation (PDE). This method is preferred over trial and error, especially given the absence of boundary conditions.

PREREQUISITES
  • Understanding of partial differential equations (PDEs)
  • Familiarity with the method of Separation of Variables
  • Knowledge of initial value problems
  • Basic calculus and differentiation techniques
NEXT STEPS
  • Study the method of Separation of Variables in detail
  • Explore examples of solving the heat equation with different initial conditions
  • Learn about initial value problems in the context of PDEs
  • Review texts on partial differential equations for comprehensive understanding
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Students and professionals in mathematics, particularly those studying differential equations, as well as anyone interested in solving the heat equation and understanding diffusion processes in mathematical physics.

Raven2816
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Problem:
u (sub t) = (1/2)u (sub xx)

find the solution u(x,t) of the heat equation for the following initial conditions:

u(x,0) = x
u(x,0) = x^2
u(x,0) = sinx
u(x,0) = 0 for x < 0 and 1 for x>=0

i'm really flying blind here. I've taken differential equations years ago but nothing is too familiar. i know this is second order and that's really confusing me.

so for the x^2 condition I've tried differentiating up to 3 times and simplifying. i got a solution: x^2 + t. i got it by accident so it probably isn't right.
i feel like since there are no boundaries i should be able to integrate both sides, and the plug in my initial conditions but I'm just confused in general. everything i look up online has boundaries so I'm struggling to find a comparable example to learn from.

any tips or advice would be a great help.

thanks in advance
 
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This problem is sometimes called "diffusion on the whole line." It's covered in most texts on partial differential equations. It's not worth it to attack it by trial and error.
 
The easiest way to approach this problem is probably to use the method of "Separation of Variables". That is; assume the solution is of the form [itex]u(x,t)=X(x)T(t)[/itex], substitute this assumed form into your PDE and solve the resulting ODEs.
 

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